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The Effectiveness of Intervention on Insulin Injection in Insulin-naive Patients
With Type 2 Diabetes: Application of the Transtheoretical Model
October 18, 2017
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The Effectiveness of Intervention on Insulin Injection in Insulin-naive Patients
With Type 2 Diabetes: Application of the Transtheoretical Model
Introduction
If not well controlled, diabetes can easily trigger various complications.
Maintaining a glycosylated hemoglobin (HbA1c) level lower than 7% has been
established as the standard for diabetes control. Insulin treatment has been regarded as
an effective method, and treating diabetes with insulin early on is widely considered
as an important principle for treating patients with type 2 diabetes mellitus (T2DM) in
the US and Europe. However, many studies have shown that patients with T2DM are
often reluctant to change from oral medication to insulin treatment. Research has also
found that patients with T2DM whose glycemic control was poor delayed insulin
treatment by 7 to 8 years. Therefore, it is necessary for healthcare professionals to
establish a comprehensive intervention plan to help patients with poor glycemic
control to initiate insulin injection early and adhere to the treatment. However, as far
as is known, little research has been done on this topic in Taiwan.
According to the Transtheoretical Model (TTM) proposed by Prochaska and
Diclemente, people will experience different stages of change before the actual
behavioral change takes place. Ineffectiveness of intervention to instigate
behavioral change is largely due to failure to take into account the stage of
change in which individuals are. The TTM suggests that decisional balance,
which reflects the relative difference between pros and cons, is important for
influencing the stage of change. In order to achieve behavioral change, the
perceived pros of changing must be strengthened to outweigh the cons. In
addition, individual must be self-convinced that the behavioral change is
important for themselves. Subsequently, the process for behavioral change can be
provided to facilitate behavioral change in individuals. The theory of TTM has
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been applied to change various problematic behaviors, but so far, it has yet been
used to improve the behavior of insulin initiation in insulin-naïve patients with
T2DM. Thus, this study aims to assess the effectiveness of an intervention for
insulin injection initiation based on the TTM in insulin-naïve patients with
T2DM.
Methods
Study design
The present study adopts quasi-experimental design. To avoid
contamination between participants in two study arms, cluster sampling is used.
Patients with T2DM of an endocrinology clinic in southern Taiwan are assigned
to the intervention arm, whereas patients at another endocrinology clinic in
southern Taiwan are placed in the control arm. Eligible patients that match the
inclusion criteria are recommended by doctors to initiate insulin treatment after
getting the consent forms from eligible participants. Research assistants will
subsequently collect baseline data from eligible participants. Afterwards, the
participants in the intervention arm will receive the intervention. For the control
arm, the participants will receive regular patient education originally
administered at the hospital. Data for the participants in both study arms will be
collected by research assistants at baseline, 3 months, 6 months, and 12 months
post-intervention. The main outcome variable is change in HbA1c levels, while
the change in stage of change, in insulin injection adherence, in appraisal of
insulin injection, in patient empowerment, in self-efficacy for insulin injection, in
diabetes distress, in quality of life, in triglyceride(TG), in total cholesterol (TC),
in high-density lipoprotein cholesterol(HDL-C), in low density lipoprotein
cholesterol(LDL-C), in urine albumin creatinine ratio (UACR), in estimated
glomerular filtration rate(GFR) are secondary outcome variables. The outcome
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variables and collection time points are summarized in Table 1.
Samples
The inclusion criteria of eligible participants are: (1) diagnosed with T2DM
for at least half a year; (2) aged 20-70 years old; (3) controlling diabetes only
through oral medication, without previous experience in insulin injection; (4)
HbA1c≧8.5% as measured more than twice in the most recent year. Exclusion
criteria were: (1) unable to communicate with language; (2) incapable of
self-administering insulin injection due to visual or muscular impairment.
Eligible participants who have been assessed and considered suitable for
changing to insulin treatment by doctor will be included in this study.
Sample size estimation was done according to previous literature. An
estimation of 63 participants in each study arm was calculated through setting a
middle effect size of 0.5 between the two study arms in HbA1c levels, α of 0.05,
and power of 0.8. Furthermore, an attrition rate of 20% was expected. Therefore,
each study arm should include at least 76 participants.
Measurements
Biomedical indicator measurement
The HbA1c levels, triglyceride(TG), total cholesterol (TC), high-density
lipoprotein cholesterol (HDL-C), low density lipoprotein cholesterol(LDL-C),
urine albumin creatinine ratio (UACR) will be collected through blood test.
Estimated glomerular filtration rate(GFR) will be collected through urine test.
Height and weight will be collected through body weight and height scales, and
will be converted to body mass index (weight (kg)/ height(m) 2.
Self-reported questionnaire
The other outcome variables will be collected by self-report questionnaire.
The questionnaire will include following contents.
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Demographic data & disease characteristics
Age, sex, educational level, duration of diabetes, duration of taking oral drug
before insulin therapy will be collected at baseline. Insulin treatment regimen
including type of insulin, dose, frequency of injection and blood sugar self-monitoring
will be collected after participants receiving insulin injection.
Stage of change for insulin injection. A question of stages of change for insulin
injection was developed. At baseline, the question was “If the doctor recommends that
you initiate insulin treatment right now, what would be your opinion?” Three
responses to this question included “never considered”, “under consideration and
might start within the next 6 months”, and “likely to start immediately”, which
respectively represented three early stages of change — precontemplation,
contemplation, and preparation. At the 3, 6, and 12 months post-intervention, the
question was “what’s the status of your insulin injection?” The responses were
“taking insulin injection previously, but now is stop insulin injection and never
consider to receive insulin injection again, “taking insulin injection previously, but
now is stop insulin injection, consider to start insulin injection again within next 6
months”, “still receive insulin injection but sometimes forget to inject” ,
“Continuously inject insulin but less than 6 months”, “Continuously injected insulin
and more than 6 months”.
Insulin injection adherence. An 8-item Morisky Medication Adherence Scale was
used to assess insulin injection adherence behaviors of participants. The total scores
ranged from 7 to 11. The higher scores indicate, the better insulin injection adherence
behaviors
Appraisal of insulin injection. A 13-item Decisional Balance for Inulin Injection scale
was used in the study to assess the appraisal of insulin injection. The scale comprised
subscales of positive and negative appraisal. Each item was rated from 1 (strongly
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disagree) to 5 (strongly agree). Decisional balance for insulin injection was calculated
by deducting the mean score of positive appraisal with that of negative appraisal. The
higher score indicated the higher decisional balance for insulin injection.
Empowerment perception. A 13-item Chinese version of the Diabetes Empowerment
Process Scale was used to assess the perceived level of empowerment by healthcare
providers in participants. Each item was rated on a 5-point scale with scores ranging
from 0 (strongly disagree) to 4 (strongly agree). The total score range from 13 to 65. A
higher score indicated higher perceived patient empowerment.
Self-efficacy for insulin injection. A 4-item scale was used to assess self-efficacy for
insulin injection in participants. Each item was rated on a scale from 0 to 4 with 0
indicating “no confidence”, 1 indicating “20-30% confidence”, 2 indicating “40-50%
confidence”, 3 indicating “60-70% confidence”, 4 indicating “over 80% confidence”.
A higher score represented higher confidence in performing insulin injection.
Diabetes distress. An 8-item Chinese version of the short-form Problem Areas in
Diabetes Scale was used to assess the levels of diabetes distress in participants. The
response of each item was rated from 0 (not a problem) to 4 (serious problem). The
total score ranged from 8 to 32. A higher score represented severer diabetes distress.
Quality of life. A 15-item Diabetes-Specific Quality-of-Life Scale was used to assess
the subjective appraisal of participants in their perceived degree to which their current
health-related aspects in life were affected by emotional suffering, social functioning,
adherence to treatment regimen, and diabetic-specific symptoms. Each item was rated
from “very much” (0 point) to “not at all” (4 points). The total score ranged from 0 to
60. A higher score indicated better quality of life.
Intervention plan of the intervention arm
The intervention plan contains three parts: (1) individual intervention; (2) insulin
injection follow-up management; (3) motivational group activities. Different
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intervention strategies are applied to patients according to their stages of change. In
addition, a computerized information system will be applied to facilitate data
management and recording by interveners. The strategies for individual intervention
designed according to the stage of change and the corresponding process of change
are shown in Table 2. Details of insulin injection follow-up management from
preparation stage to maintenance stage are shown in Table 3. The motivational group
activities from precontemplation stage to maintenance stage are shown in Table 4.
Usual care of the control arm
Participants in the control arm attend regular patient education at the hospital.
The contents of the education plan are as follows:
1. Teach participants the method of injection following the standard procedure,
including gathering insulin supplies, the steps of injection, and so on.
2. Hand out a step-by-step pictorial guide to participants after teaching them the
techniques and supply preparation for using insulin pen. Fill in the type and dose of
insulin and the site and time of injection on a sheet for participants and their family to
refer to after they return home.
3. Recommend patients to administer blood-glucose self-monitoring and record the
results.
4. Conduct a telephone follow-up 3 days after patient education to check on the
condition of insulin injection. Schedule a return visit after a week, during which the
doctor adjusts the medication according to the results of SMBG and instructs the rule
for dose adjustment at home.
5. Provide a hotline for patients to seek consultation when they encounter difficulties
or problems.
6. Play patient education video clips on insulin injection in the waiting room when
patients come for return visits.
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7. Provide patient education in small groups occasionally, in which insulin-treated
patients are invited to share their experience and clarify questions.
Ethical consideration
The study is approved by the Human Experiment and Ethics Committee of two
hospitals (NO. KMUHI-E(I)-20150262, TSGHIRB-1-105-05-163). Participants are
informed of their rights to refuse participation in the study without any penalty. Only
after the participants have signed the consent forms will data be collected from
participants.
Data Analysis
The statistical software program SPSS 17.0 was used for data analysis. The
Chi-squared test and independent t-test were used to compare differences in personal
characteristics and outcome variables between the two groups before and after
intervention. Paired t-tests were used to examine within-group differences at baseline,
3 months, 6 months, and 12 months post-intervention. A linear mixed-effect model
that adjusted for the demographic data and baseline outcome variables was used to
examine the changing amount of outcome variables from baseline to 3 months, to 6
months, and to 12 months post-intervention between the intervention and control arms.
Participants were considered as a random effect. First-order autoregressive was used
in the mixed-effect model analysis with the restricted maximum likelihood (REML)
approach. A p-value < .05 was considered statistically significant.
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Table 1. Outcome measures and collection time points
Measures Baseline 3rdmonth 6th month 12th month
Demographic data & disease
characteristics
Body mass index -
HbA1c
Lipids (TC, HDL-C, LDL-C,
TG)
Renal function: UACR, GFR
Stage of change for insulin
injection
Insulin injection adherence -
Appraisal of insulin injection
Empowerment -
Self-efficacy -
Diabetes distress -
Quality of life -
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Table 2. Individual intervention plan
Stage of Change Strategy Process of Change
Precontemplation Use examples in which good/bad
glycemic control has a
positive/negative impact on
significant others to help patients
reflect on their own HbA1c control
Explain current health condition to
patients through the changes in the
curves of the their data
Use UKPDS Risk Engine to predict
the risk of cardiovascular disease
and cerebrovascular event in the
future 10 to 20 years in individual
patients
Consciousness
raising
Build a well-established trusting
relationship
Use empathic skills to recognize
the feelings of patients (fear, worry,
guilt, etc.)
Guide patients to explore the
influence of glycemic control and
physical health on their lives
Explain that accepting insulin
injection does not mean failure of
treatment or advancement of
disease but the natural progression
of diabetes
Assess the decisional balance for
insulin injection and provide
clarification
Guide patients to think about
possible benefits brought about by
insulin injection to themselves and
their family
Dramatic relief
Contemplation Invite patients to compare the
perceived pros and cons
Self-reevaluation
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List all medications for treating
diabetes and their mechanisms,
maximum dose, expected range of
improvement in HbA1c, possible
side effects, and costs
Enhance the positive effects of
insulin injection
Guide patients to consider the
importance of good glycemic
control
Dramatic relief
Preparation Assess the decisional balance for
insulin injection and provide
guidance
Dramatic relief
Set short-term targets for glycemic
control and insulin injection with
patients
Self-reevaluation
Assess family support and provide
patient education
Provide resources that give instant
feedback and build a platform for
instant interaction
Helping relationship
Systematic
desensitization—Gradual
self-administered insulin injection.
Patients first receive insulin
injection given by healthcare
professionals at medical
institutions, and then slowly
perform injection by themselves
from withdrawing insulin, pushing
away air bubbles, and injecting.
Give rewards for each progress
made
Instruct patients in the techniques
for insulin injection and medicine
preservation
Use the results of blood-glucose
self-monitoring to guide patients to
Counterconditioning
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think about the relationship
between insulin injection, diet, and
physical activity
Provide patient education on
blood-glucose self-monitoring and
assessment on the ability to deal
with hypoglycemia
Ask patients to continuously keep a
daily record of the dose, time, site
of injection, administration of
blood-glucose self-monitoring, and
incidents of hypo/hyperglycemia in
the “Health Guardian Pamphlet”
Action Educate family members to
provide support for patients
Build an instant online interactive
system with professionals to
provide feedback to patients
Helping relationship
Encourage patients to adhere to the
insulin injection plan
Healthcare professionals conduct
telephone interviews and schedule
return visits for patients on a
regular basis
Instruct patients how to adjust their
diet and exercise flexibly according
to insulin injection so as to
decrease the chance of termination
caused by barriers
Teach patients to adjust the dose of
insulin according to the results of
blood-glucose self-monitoring
Reinforcement
management
Patients promise to set mid-term
and long-term goals
Self-liberation
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Table 3. Motivational group activity
Stage of Change Strategy Process of Change
Precontemplation Listen to fellow patients in the
stages of action and maintenance
share the benefits of insulin
injection and the ways to overcome
obstacles
Try out insulin injection
Use pictorial or multimedia
materials to illustrate the
relationship between insulin and
blood-glucose
Self-reevaluation
Preparation Listen to fellow patients in the
stages of action and maintenance
share the benefits of insulin
injection and the ways to overcome
obstacles
Try out insulin injection
Use pictorial or multimedia
materials to illustrate the
relationship between insulin and
blood-glucose
Self-reevaluation
Action Share experience in insulin
injection and provide support and
solution
Build mutually supportive
partnerships with fellow patients
Reinforcement
management
Maintenance Share successful experience with
other patients to enhance the
motivation of the patient to
continue insulin injection
Reinforcement
management
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Table 4. Insulin injection follow-up management
Stage of Change Strategy Process of Change
Preparation Follow up problems with insulin
injection, e.g. dose, site of
injection, and technique
Reinforcement
management
Action Guide patients to examine the
relationship between insulin
injection and changes in
blood-glucose to strengthen their
self-efficacy
Self-reevaluation
Ask patients to continuously keep
a daily record of the dose, time,
site of injection, administration of
blood-glucose self-monitoring, and
incidents of hypo/hyperglycemia
in the “Health Guardian Pamphlet”
Counterconditioning
Maintenance Encourage patients regularly when
HbA1c level decreases
Provide care and support
Reinforcement
management
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Refuse
Figure 1. Intervention flowchart of the intervention arm
Individual intervention
Motivational group
activity (as participants)
Recruited participants
Baseline assessment
Action
stage
Management without
special intervention
Accept
HbA1c≧8.5%
HbA1c < 8.5%
* Motivational group activities are held once every two months. Patients in the stages of action and
maintenance will be invited to share their experiences during the activity.
Measurement at
6 months
post-intervention
Measurement at
3, 6, 12 months
post-intervention
Measurement at
3 months post-intervention
Measurement at
12 months
post-intervention
Individual intervention
Insulin injection
follow-up management
Motivational group
activity
Precontemplation &
Contemplation stages
Preparation stage
Maintenance
stage
HbA1c≧8.5%
HbA1c≧8.5%
HbA1c<8.5%
HbA1c≧8.5% HbA1c<8.5%
HbA1c < 8%